Client Report - Introduction

On this page

• Introduction
• Elevator pitch
• Question|Task 1
• Question|Task 2

• Report an issue

Introduction

THIS .qmd IS INSTRUCTIONAL AND SHOULD NOT BE USED TO WRITE YOUR REPORTS (EXCEPTION - PROJECT 0). THERE IS ANOTHER TEMPLATE FILE FOR THAT. YOU WILL NEED TO PREVIEW THE REPORT TO PRODUCE A .html FILE. YOU WILL SUBMIT THE .html FILE ON CANVAS.

Elevator pitch

A SHORT (2-3 SENTENCES) PARAGRAPH THAT DESCRIBES KEY INSIGHTS TAKEN FROM METRICS IN THE PROJECT RESULTS THINK TOP OR MOST IMPORTANT RESULTS. (Note: this is not a summary of the project, but a summary of the results.)

A Client has requested this analysis and this is your one shot of what you would say to your boss in a 2 min elevator ride before he takes your report and hands it to the client.

# Learn morea about Code Cells: https://quarto.org/docs/reference/cells/cells-jupyter.html

# Include and execute your code here
penguins = load_penguins()

Question|Task 1

COPY PASTE QUESTION|TASK 2 FROM THE PROJECT HERE

• include figures in chunks and discuss your findings in the figure.

# Include and execute your code here

(
    ggplot(data=penguins, mapping=aes(x="flipper_length_mm", y="body_mass_g"))
    + geom_point()
)

My useless chart

# Include and execute your code here

(
    ggplot(
        data=penguins,
        mapping=aes(x="flipper_length_mm", y="body_mass_g", color="species"),
    )
    + geom_point()
)

My useless chart

# Include and execute your code here
(
    ggplot(
        data=penguins,
        mapping=aes(x="flipper_length_mm", y="body_mass_g", color="species"),
    )
    + geom_point()
    + geom_smooth(method="lm")
)

My useless chart

# Include and execute your code here
(
    ggplot(data=penguins, mapping=aes(x="flipper_length_mm", y="body_mass_g"))
    + geom_point(mapping=aes(color="species"))
    + geom_smooth(method="lm")
)

My useless chart

# Include and execute your code here
(
    ggplot(data=penguins, mapping=aes(x="flipper_length_mm", y="body_mass_g"))
    + geom_point(mapping=aes(color="species", shape="species"))
    + geom_smooth(method="lm")
)

My useless chart

# Include and execute your code here
(
    ggplot(data=penguins, mapping=aes(x="flipper_length_mm", y="body_mass_g"))
    + geom_point(aes(color="species", shape="species"))
    + geom_smooth(method="lm")
    + labs(
        title="Body mass and flipper length",
        subtitle="Dimensions for Adelie, Chinstrap, and Gentoo Penguins",
        x="Flipper length (mm)",
        y="Body mass (g)",
        color="Species",
        shape="Species",
    )
)

My useless chart

Question|Task 2

COPY PASTE QUESTION|TASK 3 FROM THE PROJECT HERE

• PROVIDE TABLES THAT HELP ADDRESS THE QUESTIONS AND TASKS (IF APPLICABLE).

# Include and execute your code here
penguins.head()

table example

	species	island	bill_length_mm	bill_depth_mm	flipper_length_mm	body_mass_g	sex	year
0	Adelie	Torgersen	39.1	18.7	181.0	3750.0	male	2007
1	Adelie	Torgersen	39.5	17.4	186.0	3800.0	female	2007
2	Adelie	Torgersen	40.3	18.0	195.0	3250.0	female	2007
3	Adelie	Torgersen	NaN	NaN	NaN	NaN	NaN	2007
4	Adelie	Torgersen	36.7	19.3	193.0	3450.0	female	2007

# Include and execute your code here
mypenguins = (penguins.head(1000)
    .groupby('species')
    .mean(numeric_only=True)
    .reset_index()
    .filter(["species", "bill_length_mm", "bill_depth_mm", "flipper_length_mm", "body_mass_g"])
)

display(mypenguins)

table example

	species	bill_length_mm	bill_depth_mm	flipper_length_mm	body_mass_g
0	Adelie	38.791391	18.346358	189.953642	3700.662252
1	Chinstrap	48.833824	18.420588	195.823529	3733.088235
2	Gentoo	47.504878	14.982114	217.186992	5076.016260

Note: Non executing Python Snippets include (3) ``` followed by (3) more ```, each on their own line. These are not single quotes, they are the key left of the number 1 key on the keyboard. The top row can include the language of code that is pasted inbetween the ``` marks.

Note: These also work in Slack and it is expected they are used for any code shared in that app. No screen shots allowed.